Survey of Dynamic Graph Neural Network for Link Prediction

被引:0
|
作者
Zhang, Qi [1 ]
Chen, Xu [1 ]
Wang, Shuyang [2 ]
Jing, Yongjun [1 ]
Song, Jifei [3 ]
机构
[1] School of Computer Science and Engineering, North Minzu University, Yinchuan,750030, China
[2] School of Electrical and Information Engineering, North Minzu University, Yinchuan,750030, China
[3] National New Internet Exchange Center, Ningxia, Zhongwei,755001, China
来源
关键词
Complex dynamics - Deep learning - Dynamic graph - Dynamic graph learning - Graph model - Graph neural networks - Link prediction - Model method - Network links - Temporal graphs;
D O I
暂无
中图分类号
学科分类号
摘要
114
引用
收藏
页码:49 / 67
相关论文
共 50 条
  • [41] Temporal motif-based attentional graph convolutional network for dynamic link prediction
    Wu, Zheng
    Chen, Hongchang
    Zhang, Jianpeng
    Pei, Yulong
    Huang, Zishuo
    INTELLIGENT DATA ANALYSIS, 2023, 27 (01) : 241 - 268
  • [42] GC-LSTM: graph convolution embedded LSTM for dynamic network link prediction
    Chen, Jinyin
    Wang, Xueke
    Xu, Xuanheng
    APPLIED INTELLIGENCE, 2022, 52 (07) : 7513 - 7528
  • [43] ComGCN: Community-Driven Graph Convolutional Network for Link Prediction in Dynamic Networks
    Phu Pham
    Nguyen, Loan T. T.
    Ngoc Thanh Nguyen
    Pedrycz, Witold
    Yun, Unil
    Bay Vo
    IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2022, 52 (09): : 5481 - 5493
  • [44] GC-LSTM: graph convolution embedded LSTM for dynamic network link prediction
    Jinyin Chen
    Xueke Wang
    Xuanheng Xu
    Applied Intelligence, 2022, 52 : 7513 - 7528
  • [45] Dynamic Network Embedding for Link prediction
    Cao, Yan
    Dong, Yihong
    Wu, Shaoqing
    Xin, Yu
    Qian, Jiangbo
    2019 IEEE INTL CONF ON PARALLEL & DISTRIBUTED PROCESSING WITH APPLICATIONS, BIG DATA & CLOUD COMPUTING, SUSTAINABLE COMPUTING & COMMUNICATIONS, SOCIAL COMPUTING & NETWORKING (ISPA/BDCLOUD/SOCIALCOM/SUSTAINCOM 2019), 2019, : 920 - 927
  • [46] PM2.5 prediction based on dynamic spatiotemporal graph neural network
    Liao, Haibin
    Wu, Mou
    Yuan, Li
    Hu, Yiyang
    Gong, Haowei
    APPLIED INTELLIGENCE, 2024, 54 (22) : 11933 - 11948
  • [47] Multidimensional Trajectory Prediction of UAV Swarms Based on Dynamic Graph Neural Network
    An, Yu
    Liu, Ao
    Liu, Hao
    Geng, Liang
    IEEE ACCESS, 2024, 12 : 57033 - 57042
  • [48] Spatial-Temporal Dynamic Graph Convolutional Neural Network for Traffic Prediction
    Xiao, Wenjuan
    Wang, Xiaoming
    IEEE ACCESS, 2023, 11 : 97920 - 97929
  • [49] Dynamic Heterogeneous Graph Neural Network for Real-time Event Prediction
    Luo, Wenjuan
    Zhang, Han
    Yang, Xiaodi
    Bo, Lin
    Yang, Xiaoqing
    Li, Zang
    Qie, Xiaohu
    Ye, Jieping
    KDD '20: PROCEEDINGS OF THE 26TH ACM SIGKDD INTERNATIONAL CONFERENCE ON KNOWLEDGE DISCOVERY & DATA MINING, 2020, : 3213 - 3223
  • [50] Line graph neural networks for link weight prediction
    Liang, Jinbi
    Pu, Cunlai
    Shu, Xiangbo
    Xia, Yongxiang
    Xia, Chengyi
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2025, 661